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Albert-NHWang
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bdde79a
1
Parent(s):
664acf1
Update app.py
Browse files
app.py
CHANGED
@@ -3,5 +3,79 @@ import gradio as gr
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read_key = os.getenv('HUGGINGFACE_TOKEN')
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demo.launch()
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read_key = os.getenv('HUGGINGFACE_TOKEN')
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client = Client("Albert-NHWang/Depth-Anywhere", hf_token=read_key)
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def get_example():
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case = [
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[
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'examples/small_nthu_assembly.jpg'
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],
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[
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'examples/small_Luca_Biada_flickr_2.jpg'
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],
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[
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'examples/small_Dominic_Alves_flickr_panohead_test.jpg'
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],
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[
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'examples/small_Luca_Biada_flickr.jpg'
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],
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]
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return case
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def depth(path):
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depth_path = client.predict(handle_file(path), api_name='/process_image')
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return depth_path
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intro = """
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<div style="text-align:center">
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<h1 style="font-weight: 1400; text-align: center; margin-bottom: 7px;">
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Depth Anywhere: Enhancing 360 Monocular Depth Estimation via Perspective Distillation and Unlabeled Data Augmentation
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</h1>
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<span>[<a target="_blank" href="https://albert100121.github.io/Depth-Anywhere/">Project page</a>], [<a target="_blank" href="http://arxiv.org/abs/2406.12849">Paper</a>], [<a target="_blank" href="https://huggingface.co/papers/2406.12849">Hugging Face Daily Paper</a>]</span>
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<div style="display:flex; justify-content: center;margin-top: 0.5em">Please test with browsers other then Safari, and avoid using incognito window due to unsolved gradio bug!</div>
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</div>
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"""
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footnote = """
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<div style="display:flex; justify-content: left;margin-top: 0.5em">
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Dominic Alves, https://www.flickr.com/photos/dominicspics/28296671029/, CC BY 2.0 DEED <br>
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Luca Biada, https://www.flickr.com/photos/pedroscreamerovsky/6873256488/, CC BY 2.0 DEED <br>
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Luca Biada, https://www.flickr.com/photos/pedroscreamerovsky/6798474782/, CC BY 2.0 DEED</div>
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"""
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with gr.Blocks() as demo:
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gr.HTML(intro)
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with gr.Row():
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input_image = gr.File(type="filepath")
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output_rgb = gr.Image(label="Loaded Image", type="filepath")
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with gr.Row():
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load_button = gr.Button("Load RGB!", visible=True)
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load_button.click(fn = lambda x: x,
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inputs = [input_image],
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outputs = [output_rgb]
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)
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with gr.Row():
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output_image = gr.Image(label="Output Depth", type="filepath")
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with gr.Row():
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run_button = gr.Button("Estimate Depth!", visible=True)
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run_button.click(fn = depth,
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inputs = [input_image],
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outputs = [output_image]
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)
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gr.Examples(
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fn=lambda x:x,
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inputs=[input_image],
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outputs=[output_rgb],
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examples=get_example(),
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run_on_click=True,
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cache_examples=False)
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gr.HTML(footnote)
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demo.queue()
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demo.launch()
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